OpenAI: GPT-5.4

Text input File input Image input Text output
Author's Description

GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for text and image inputs, enabling high-context reasoning, coding, and multimodal analysis within the same workflow. The model delivers improved performance in coding, document understanding, tool use, and instruction following. It is designed as a strong default for both general-purpose tasks and software engineering, capable of generating production-quality code, synthesizing information across multiple sources, and executing complex multi-step workflows with fewer iterations and greater token efficiency.

Key Specifications
Cost
$$$$$
Context
1M
Released
Mar 05, 2026
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Tool Choice Logit Bias Reasoning Stop Tools Seed Max Tokens Structured Outputs Presence Penalty Frequency Penalty Response Format Logprobs Top Logprobs Include Reasoning
Features

This model supports the following features:

Tools Structured Outputs Response Format Reasoning
Performance Summary

OpenAI's GPT-5.4, launched on March 5, 2026, represents a significant advancement, unifying the Codex and GPT lines. It boasts an impressive 1M+ token context window (922K input, 128K output) supporting both text and image inputs, facilitating high-context reasoning and multimodal analysis. The model consistently ranks among the fastest, performing in the 88th percentile across eight benchmarks, and offers moderate pricing, placing it in the 25th percentile. Notably, GPT-5.4 demonstrates exceptional reliability with a 100% success rate across all benchmarks, indicating minimal technical failures. Performance across benchmarks highlights several strengths. It achieved perfect accuracy in Hallucinations, General Knowledge, and Ethics, often being the most accurate model at its price point and speed. Its Instruction Following and Reasoning capabilities are strong, scoring 83.0% and 90.0% respectively. While its Coding accuracy is 88.0%, it stands out as the most accurate among models of comparable speed. The model also performs well in Email Classification (99.0% accuracy) and Mathematics (89.0% accuracy). GPT-5.4 is designed as a robust solution for general-purpose tasks and software engineering, capable of generating production-quality code and executing complex workflows efficiently.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $2.5
Completion $15
Input Cache Read $0.25
Web Search $10000

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
OpenAI
OpenAI | openai/gpt-5.4-20260305 1M $2.5 / 1M tokens $15 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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